Virtual reality, Twitter, 12/29/2022 2:30:19 PM, 287197


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Virtual reality_2022-12-29_06-18-40.xlsx
Virtual reality_2022-12-29_06-18-40.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 29, 2022
Short Description:
Virtual reality via NodeXL https://bit.ly/3WxlBB2
@vrretweeter
@zielchain
@nytimes
@psb_dc
@krypto_k0
@lohmus
@nextgenplayer
@starwarsmemesvr
@thesixthaxis
@liveopenmike

Top hashtags:
#vr
#metaverse
#virtualreality
#成都
#西安
#meta
#杭州
#virtual
#ar
#上海

Description:
Description
The graph represents a network of 5,254 Twitter users whose recent tweets contained "Virtual reality", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 14:24 UTC.

The tweets in the network were tweeted over the 2584-day, 9-hour, 55-minute period from Wednesday, 02 December 2015 at 01:02 UTC to Thursday, 29 December 2022 at 10:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5254
Unique Edges : 2517
Edges With Duplicates : 7667
Total Edges : 10184
Number of Edge Types : 9
Retweet : 2770
MentionsInRetweet : 3185
Tweet : 1847
Replies to : 692
MentionsInReplyTo : 960
Mentions : 645
Quote : 53
MentionsInQuote : 28
MentionsInQuoteReply : 4
Self-Loops : 2263
Reciprocated Vertex Pair Ratio : 0.0265689418231791
Reciprocated Edge Ratio : 0.0517626059794734
Connected Components : 1494
Single-Vertex Connected Components : 913
Maximum Vertices in a Connected Component : 862
Maximum Edges in a Connected Component : 2090
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.848894
Graph Density : 0.000162395646666204
Modularity : 0.489833
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,254 Twitter users whose recent tweets contained "Virtual reality", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 2:58:08 AM. The network was obtained from Twitter on Thursday, 29 December 2022 at 14:24 UTC.

The tweets in the network were tweeted over the 2584-day, 9-hour, 55-minute period from Wednesday, 02 December 2015 at 01:02 UTC to Thursday, 29 December 2022 at 10:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Virtual reality
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[187] https://twitter.com/yahaya82065528/status/1607582039108374528/video/1
[53] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html
[33] https://t.me/metafacenft
[30] https://twitter.com/ago_entwt/status/1607681065887625216/photo/1
[22] https://twitter.com/kurimice/status/1607519651491368961/photo/1
[18] https://www.theverge.com/23500956/vr-virtual-reality-games-meta-quest-oculus-2022-roundup
[16] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html?partner=IFTTT
[16] https://vrtravel.typeform.com/to/NCYBvY
[16] https://onpassive.com/blog/how-is-video-marketing-affected-by-virtual-reality-in-2022/
[15] https://youtu.be/j3BU_Dh0T0E

Top URLs in Tweet in G1:
[187] https://twitter.com/yahaya82065528/status/1607582039108374528/video/1
[45] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html
[17] https://www.theverge.com/23500956/vr-virtual-reality-games-meta-quest-oculus-2022-roundup
[16] https://onpassive.com/blog/how-is-video-marketing-affected-by-virtual-reality-in-2022/
[16] https://vrtravel.typeform.com/to/NCYBvY
[14] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html?partner=IFTTT
[10] https://www.businessinsider.com/i-used-metas-virtual-reality-headset-in-office-in-metaverse-2022-12
[8] https://twitter.com/yahaya82065528/status/1607391666864001024/video/1
[7] https://tweetedtimes.com/media/nytimes/arts
[7] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[1] https://www.zielchain.com/

Top URLs in Tweet in G3:
[8] https://www-nytimes-com.cdn.ampproject.org/c/s/www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.amp.html
[5] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html
[4] https://twitter.com/ChevronTheWolf/status/1608203454333452290/photo/1
[4] https://twitter.com/ChevronTheWolf/status/1608203457579651077/photo/1
[3] https://www.nytimes.com/2022/12/27/arts/music/vrchat-virtual-reality-clubbing.html?smid=nytcore-ios-share&referringSource=articleShare
[2] https://www.amazon.com/dp/B0BF5LKP5Q?ref_=cm_sw_r_apin_dp_W4CMW9Z0K5A94GPE207Y
[1] https://twitter.com/AndyFidel_/status/1608038509465550848/photo/1
[1] https://trib.al/9IVx4y4
[1] https://trib.al/CCmSLoB
[1] https://gulfbusiness.com/how-metaverse-will-change-the-workplace-in-2023/

Top URLs in Tweet in G4:
[7] https://bit.ly/NewsMetaverse
[5] https://www.axios.com/2022/11/17/how-virtual-reality-is-solving-some-real-health-care-problems?utm_source=twitter&utm_campaign=editorial&utm_medium=social
[5] https://www.xrtoday.com/virtual-reality/work-in-the-metaverse-is-metawork-the-new-9-to-5/
[5] https://www.xrtoday.com/virtual-reality/immersive-learning-aruvrs-2022-growth-marks-market-shift-for-2023/
[4] https://twitter.com/itsrohitchouhan/status/1607842553008734210/photo/1
[4] https://mixed-news.com/en/playstation-vr-sony-researches-wireless-virtual-reality/
[3] https://www.cnbc.com/2022/12/28/metaverse-off-to-ominous-start-after-vr-headset-sales-shrank-in-2022.html?__source=sharebar|twitter&par=sharebar
[3] https://www.forbes.com/sites/larryenglish/2022/12/21/i-experimented-with-virtual-reality-heres-what-leaders-need-to-know/?sh=680a8e0075b6&utm_content=233020732&utm_medium=social&utm_source=twitter&hss_channel=tw-3004145385
[3] https://www.42interactive.com/blog/a-fundamental-components-of-vr-headsets
[3] https://twitter.com/GlenGilmore/status/1607775827625746433/photo/1

Top URLs in Tweet in G5:
[2] https://wonderopolis.org/wonder/what-is-a-tunnel-book
[2] https://twitter.com/typepunchmatrix/status/1562543986208022528/video/1
[1] https://www.abebooks.com/TUILERIES-Peepshow-n.p-Paris/31012159135/bd

Top URLs in Tweet in G6:
[33] https://t.me/metafacenft
[1] https://en.m.wikipedia.org/wiki/Christine_Grady
[1] https://twitter.com/elonmusk/status/1607997591870124032/photo/1
[1] https://twitter.com/ineighborhood/status/1608221625215815681/photo/1
[1] https://twitter.com/ineighborhood/status/1608186427614822402/photo/1
[1] https://renx.ca/reality-privilege-overcome-great-real-estate-development
[1] https://twitter.com/1Nicdar/status/1608272825554710533/photo/1
[1] https://twitter.com/1Nicdar/status/1608272825554710533
[1] https://twitter.com/JuanfraEscudero/status/1608334184111812608/photo/1
[1] https://twitter.com/koinefendisi/status/1608000345027796992/photo/1

Top URLs in Tweet in G7:
[1] https://mixed-news.com/en/playstation-vr-sony-researches-wireless-virtual-reality/?amp=1
[1] https://twitter.com/NextGenPlayer/status/1607882355238223872/photo/1
[1] https://news.qoo-app.com/en/post/138729/idolmaster-3-0-vision
[1] https://twitter.com/QooApp_EN/status/1607958073808912387/photo/1
[1] https://www.aalto.fi/en/news/virtual-reality-game-to-objectively-detect-adhd

Top URLs in Tweet in G8:
[1] https://twitter.com/starwarsmemesVR/status/1605338407726714883/video/1

Top URLs in Tweet in G10:
[12] https://www.twitch.tv/liveopenmike
[1] https://twitter.com/LiveOpenMike/status/1607934498804584448/video/1
[1] https://twitter.com/LiveOpenMike/status/1607753179550056451/video/1
[1] https://twitter.com/LiveOpenMike/status/1607874090227978240/video/1
[1] https://twitter.com/LiveOpenMike/status/1608118011483021312/video/1
[1] https://twitter.com/LiveOpenMike/status/1608055165029941251/video/1
[1] https://twitter.com/LiveOpenMike/status/1607692894663483392/video/1
[1] https://twitter.com/LiveOpenMike/status/1608236360023801858/video/1
[1] https://twitter.com/LiveOpenMike/status/1607994758537920514/video/1
[1] https://twitter.com/LiveOpenMike/status/1608176084931035136/video/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1597] twitter.com
[137] amazon.com
[96] nytimes.com
[55] youtube.com
[46] t.me
[35] theverge.com
[30] xrtoday.com
[25] mixed-news.com
[24] entrepreneur.com
[19] businessinsider.com

Top Domains in Tweet in G1:
[734] twitter.com
[115] amazon.com
[76] nytimes.com
[25] theverge.com
[19] entrepreneur.com
[16] onpassive.com
[16] typeform.com
[15] tweetedtimes.com
[15] businessinsider.com
[14] medium.com

Top Domains in Tweet in G2:
[1] zielchain.com

Top Domains in Tweet in G3:
[11] twitter.com
[10] nytimes.com
[8] ampproject.org
[2] trib.al
[2] amazon.com
[1] gulfbusiness.com
[1] furaffinity.net

Top Domains in Tweet in G4:
[89] twitter.com
[12] xrtoday.com
[11] mixed-news.com
[10] voicestorm.com
[8] nytimes.com
[7] bit.ly
[7] paper.li
[5] axios.com
[5] forbes.com
[4] indiatimes.com

Top Domains in Tweet in G5:
[2] wonderopolis.org
[2] twitter.com
[1] abebooks.com

Top Domains in Tweet in G6:
[33] t.me
[9] twitter.com
[1] wikipedia.org
[1] renx.ca

Top Domains in Tweet in G7:
[2] twitter.com
[1] mixed-news.com
[1] qoo-app.com
[1] aalto.fi

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G10:
[14] twitter.com
[12] twitch.tv
[1] thesixthaxis.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[271] vr
[236] metaverse
[232] virtualreality
[195] 成都
[195] 西安
[64] meta
[56] 杭州
[54] virtual
[51] ar
[48] 上海



Top Hashtags in Tweet in G1:
[195] 成都
[195] 西安
[56] 杭州
[55] metaverse
[54] vr
[48] 上海
[42] virtualreality
[42] 郑州
[42] 广州
[22] technology

Top Hashtags in Tweet in G3:
[10] vrchat
[9] socialvr
[8] vrc
[5] newyears
[4] virtualdance
[2] expressionism
[2] vrcon2022
[2] virtualpainting
[2] artwork
[2] lifedrawing

Top Hashtags in Tweet in G4:
[112] vr
[93] virtualreality
[38] meta
[35] metaverse
[23] ar
[20] oculus
[14] augmentedreality
[13] federal
[13] within
[13] facebook

Top Hashtags in Tweet in G6:
[13] crypto
[7] metaverse
[5] hzm_coin
[5] nemo_land_kingdom
[5] altcoin
[3] bitcoin
[2] babydoge
[2] babydogecoin
[2] gem
[2] binance

Top Hashtags in Tweet in G7:
[1] psvr2
[1] ps5
[1] theidolmaster
[1] idolmaster

Top Hashtags in Tweet in G8:
[1] metaverse
[1] btc
[1] eth
[1] bnb
[1] binance
[1] play2earn

Top Hashtags in Tweet in G10:
[13] vr
[10] vrgaming
[1] vrgame
[1] mossbook2
[1] goty2022

Top Words
Top Words in Tweet in Entire Graph:
[4315] reality
[4176] virtual
[1540] enter
[911] first
[804] those
[804] between
[791] open
[781] zielchain
[771] gate
[765] initiating

Top Words in Tweet in G1:
[1284] virtual
[1270] reality
[277] vr
[229] sex
[196] toy
[196] blonde
[196] beautiful
[195] busty
[195] masturbating
[195] #成都

Top Words in Tweet in G2:
[1530] enter
[787] virtual
[787] reality
[781] zielchain
[771] gate
[765] open
[765] first
[765] those
[765] between
[765] qualify

Top Words in Tweet in G3:
[286] nytimes
[251] anime
[218] myself
[217] next
[217] dancing
[217] halo
[217] fox
[217] green
[217] acid
[217] hot

Top Words in Tweet in G4:
[243] reality
[241] virtual
[112] #vr
[93] #virtualreality
[59] meta
[40] vr
[39] #meta
[38] more
[36] world
[35] #metaverse

Top Words in Tweet in G5:
[120] book
[119] peepshow
[119] reality
[119] example
[119] time
[119] 1830s
[119] glimpse
[119] tunnel
[119] paris
[119] virtual

Top Words in Tweet in G6:
[75] face
[71] reality
[67] meetings
[67] virtual
[39] metaverse
[39] few
[38] next
[37] mefa
[37] meeting
[37] 3d

Top Words in Tweet in G7:
[60] vr
[58] unlock
[58] full
[58] ps5
[58] sony
[58] researching
[58] cable
[58] potential
[58] wireless
[57] pla

Top Words in Tweet in G8:
[143] earn
[71] rewards
[71] metaquest
[71] utility
[71] oculus
[71] crypto
[71] platform
[71] introducing
[71] rift
[71] watch

Top Words in Tweet in G9:
[72] reality
[68] simulated
[68] ml_philosophy
[67] intelligence
[67] higher
[66] construct
[66] everything
[66] consciousness
[66] perceive
[65] cou

Top Words in Tweet in G10:
[38] game
[19] reality
[19] virtual
[18] best
[17] 30th
[17] tune
[17] nominees
[17] 1pm
[17] dec
[17] 2022

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3720] virtual,reality
[771] between,virtual
[769] zielchain,gate
[766] reality,enter
[765] interlink,between
[765] open,those
[765] enter,initiating
[765] those,qualify
[765] gate,open
[765] initiating,first

Top Word Pairs in Tweet in G1:
[1078] virtual,reality
[195] busty,blonde
[195] #成都,#西安
[195] masturbating,sex
[195] sex,toy
[195] toy,virtual
[195] reality,抗原
[195] blonde,masturbating
[195] beautiful,busty
[100] reality,headset

Top Word Pairs in Tweet in G2:
[787] virtual,reality
[769] zielchain,gate
[765] interlink,between
[765] reality,enter
[765] between,virtual
[765] those,qualify
[765] first,interlink
[765] qualify,enter
[765] initiating,first
[765] enter,initiating

Top Word Pairs in Tweet in G3:
[217] wearing,top
[217] dancing,next
[217] humanoid,fox
[217] hedgehog,wearing
[217] green,halo
[217] fox,hot
[217] acid,green
[217] halo,humanoid
[217] myself,dancing
[217] found,myself

Top Word Pairs in Tweet in G4:
[206] virtual,reality
[26] augmented,reality
[20] leaving,meta
[20] pioneer,leaving
[20] #oculus,#meta
[20] reality,pioneer
[20] meta,#oculus
[18] mark,zuckerberg
[17] #vr,#ar
[15] zuckerberg,testifies

Top Word Pairs in Tweet in G5:
[119] example,peepshow
[119] kind,virtual
[119] tunnel,book
[119] book,kind
[119] glimpse,paris
[119] 1830s,example
[119] peepshow,tunnel
[119] paris,1830s
[119] reality,time
[119] virtual,reality

Top Word Pairs in Tweet in G6:
[56] virtual,reality
[37] next,3d
[37] face,mefa
[37] 3d,face
[37] metaverse,face
[37] mefa,vr
[37] hours,left
[37] face,nfts
[37] vr,meeting
[37] left,metaverse

Top Word Pairs in Tweet in G7:
[58] wireless,vr
[58] unlock,full
[58] potential,ps5
[58] researching,wireless
[58] cable,unlock
[58] sony,researching
[58] vr,cable
[58] full,potential
[57] nextgenplayer,sony
[57] ps5,pla

Top Word Pairs in Tweet in G8:
[71] rift,platform
[71] oculus,rift
[71] first,utility
[71] introducing,first
[71] earn,crypto
[71] metaquest,oculus
[71] earn,metaquest
[71] watch,earn
[71] platform,earn
[71] utility,watch

Top Word Pairs in Tweet in G9:
[67] higher,intelligence
[66] everything,perceive
[66] intelligence,consciousness
[66] simulated,construct
[66] reality,simulated
[66] perceive,reality
[66] construct,higher
[65] consciousness,cou
[65] ml_philosophy,everything
[4] virtual,reality

Top Word Pairs in Tweet in G10:
[19] virtual,reality
[18] reality,game
[17] game,award
[17] nominees,best
[17] dec,30th
[17] 2022,virtual
[17] award,nominees
[17] tune,friday
[17] 30th,1pm
[17] friday,dec

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@pussycopia
@jonerlichman
@alberteinstein
@digifinex
@quainetwork
@potus
@cetoex
@ml_philosophy
@cryptojack

Top Replied-To in G3:
@valaafshar
@windmillvr
@nekotaku_orz
@tanookexp
@digital_vrc

Top Replied-To in G4:
@sunglitchxr
@metaverse
@ftc
@groupvrar

Top Replied-To in G6:
@elonmusk
@jonerlichman
@digifinex
@cetoex
@cryptojack
@general2024x
@cryptoworld202
@1goonrich
@jdsmith47501898
@stillgray

Top Replied-To in G7:
@dankvr

Top Replied-To in G9:
@ml_philosophy

Top Replied-To in G10:
@developrhunt
@liveopenmike

Top Mentioned
Top Mentioned in Entire Graph:
@zielchain
@nytimes
@rainmaker1973
@starwarsmemesvr
@ml_philosophy
@_tomfaber
@nextgenplayer
@centroverse_org
@waenring__
@themetaisland

Top Mentioned in G1:
@digitaldevnet
@jackconsultant1
@hzr_official
@websitefiler
@azmart525
@monkeyhelpers
@ewawe_ltd
@kanowins
@harpo4marx
@sexvrchat

Top Mentioned in G2:
@zielchain

Top Mentioned in G3:
@nytimes
@_tomfaber
@turels_vr
@andyfidel_
@psb_dc
@cyntheszr
@digital_vrc
@r00tsclub
@valaafshar
@gulfbusiness

Top Mentioned in G4:
@meta
@itsrohitchouhan
@axios
@3lbxr
@brainxchange
@tedkempcnbc
@arpostus
@metaverse
@mcghee_nick

Top Mentioned in G5:
@rainmaker1973

Top Mentioned in G6:
@elonmusk
@malarab1
@richdoole2
@babydogecoin
@politico
@oxidedao
@proudelephantus
@daniellefong
@akon
@pmarca

Top Mentioned in G7:
@nextgenplayer
@qooapp_en
@decentraland
@chrisbelltoken
@somniumspace
@cryptovoxels
@oncyber
@hyperfy_io
@webaverse
@jeremieobrien

Top Mentioned in G8:
@starwarsmemesvr

Top Mentioned in G9:
@ml_philosophy

Top Mentioned in G10:
@liveopenmike
@polyarcgames
@vertical_robot
@incuvogames
@onogoroen
@ruinsmagus_en
@breachvr
@rotuvr
@spacebulletcorp
@fasttravelgames

Top Tweeters
Top Tweeters in Entire Graph:
@cryptotraderpro
@kompascom
@chidambara09
@teamyoutube
@nblackthorne
@alhanda
@newsoneplace
@welt_eu
@vivacoid
@joepranaitis

Top Tweeters in G1:
@cryptotraderpro
@kompascom
@newsoneplace
@welt_eu
@vivacoid
@strawberryng
@wzbc_live
@ambulsiva
@dat_vi
@thesecretlawofa

Top Tweeters in G2:
@thehakeem_
@timoofficial_
@ogaparrot
@odeh_olaaji
@dos_kii
@_slyofficial
@dyanjossy
@mideeeeeeee
@massivejossive
@nosaosaz

Top Tweeters in G3:
@ssxman2
@realrohitnaseem
@nytimes
@valaafshar
@ghayasm73
@nyantelinside
@spirosmargaris
@deduped_nytimes
@rifan155
@bites_sound

Top Tweeters in G4:
@cnbc
@vrretweeter
@edimosip
@techjunkiejh
@psiionicvii
@dcherring
@cnbci
@ediazsan
@joseph_santoro
@ucloudifyai

Top Tweeters in G5:
@configuroweb
@rainmaker1973
@carolinaleo66
@yoyochanq
@jajabyby
@kamalina_kama
@fvaldesp
@abhichabhi
@radical_michael
@lolaking2501

Top Tweeters in G6:
@stillgray
@adamantxyves
@politico
@notcapnamerica
@davidmweissman
@juanfraescudero
@1nicdar
@piersmorgan
@jojofromjerz
@daniellefong

Top Tweeters in G7:
@fullnam35087976
@ichikyo57
@ruby_honda
@gothy01325515
@gilbertbelieve2
@therealarvs
@pftsai
@burntoututopian
@xxbleached_soul
@fadelalturki

Top Tweeters in G8:
@arkapradipta6
@iemsw4n
@aymjusttheo
@nanamo1st
@bibixbigw1n
@vrsmookies
@caramel_won
@jnnyllw
@lintanksenja
@y4rsi87

Top Tweeters in G9:
@sriraaji
@rashikamichelle
@heskyproyestia1
@bededge048
@tearsintherain1
@hormonlorlah
@adventureeske
@ulenjemaudinho
@roidis54
@unanykhp

Top Tweeters in G10:
@thesixthaxis
@germanrifter
@firepunchd
@devolverdigital
@rawfury
@kroyvr
@liveopenmike
@osksta
@ndreams
@schellgames


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